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Author: Manas Sharma

PhD researcher at Friedrich-Schiller University Jena, Germany. I'm a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to develop Physics related apps and softwares from time to time. Can code in most of the popular languages. Like to share my knowledge in Physics and applications using this Blog and a YouTube channel.

Efficient implementation of Softmax activation function and its Derivative (jacobian) in Python

Machine Learning PythonDec 27, 2021Jan 17, 2022 Manas Sharma

The mathematical definition of the Softmax activation function is with the derivative defined as The Softmax function and its derivative for a batch…

Read More
softmax activation function machine learning neural network gradient implementation python

Efficient implementation of Sigmoid activation function and its Derivative (gradient) in Python

Machine Learning PythonDec 27, 2021Dec 29, 2021 Manas Sharma

The mathematical definition of the Sigmoid activation function is and its derivative is The Sigmoid function and its derivative for a batch of…

Read More
sigmoid activation function machine learning neural networks

Efficient implementation of ReLU activation function and its Derivative (gradient) in Python

Machine Learning PythonDec 24, 2021Dec 30, 2021 Manas Sharma

The mathematical definition of the ReLU activation function is and its derivative is defined as The ReLU function and its derivative for a…

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chlorophyll 3D Visualization

Molecule DatabaseDec 5, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

benzaldehyde 3D Visualization

Molecule DatabaseDec 4, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

borane 3D Visualization

Molecule DatabaseDec 2, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

ammonia 3D Visualization

Molecule DatabaseDec 2, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

histamine 3D Visualization

Molecule DatabaseDec 2, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

aniline 3D Visualization

Molecule DatabaseDec 2, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

mecn 3D Visualization

Molecule DatabaseSep 22, 2021 Manas Sharma

Manas SharmaPhD researcher at Friedrich-Schiller University Jena, Germany. I’m a physicist specializing in theoretical, computational and experimental condensed matter physics. I like to…

Read More

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